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llm-beginner
《大模型与智能体》电子书与 6 个编程任务：Transformer、mini-GPT、SFT/DPO、RAG、工具调用与编程智能体。
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agent-appopenmossllmagentPythonstep-by-stepfudannlp
An open-source Chinese-language ebook, 《大模型与智能体》, paired with six programming assignments covering Transformer, mini-GPT, SFT/DPO, RAG, tool calling, and coding agents. It is a step-by-step learning resource for building large language model and agent concepts hands-on in Python.
Use it when you want a guided, structured path to learn LLM and agent fundamentals by implementing them yourself rather than only reading theory.
Use it to
- Work through the Transformer and mini-GPT coding tasks
- Practice SFT and DPO fine-tuning exercises
- Build a RAG pipeline as an assignment
- Implement tool calling and a coding agent
- Read the ebook alongside the exercises
For Learners studying LLMs and agents step by step
- Role
- agent-app
- Language
- Python
- Licence
- MIT
- Forks
- 1,362
- Last push
- 2026-09-06
- Latest release
- book-pdf · 2026-09-06
topicsllmagentebooktutorialstransformerfine-tuning